AI/ML model assistant

Get expert feedback on your model while you build it.

Corefind is an AI/ML assistant that speeds up model development and keeps models healthy in production.

The difference

Monitoring tools find problems. Corefind helps you avoid them.

Most tools step in once a model is live. Corefind starts at the first training run, so issues get fixed before they reach production.

Typical monitoring tools

Find problems after you ship.

Alerts arrive once the model is live, often after users have already been affected.

Corefind

Helps you avoid them from the first run.

Feedback while you build, rigorous tests before release, and monitoring once you’re live.

01 · Feedback while building

Feedback while you build, not after you ship.

Problem-specific guidance on what to fix and what to try next, for classification, regression, and clustering.

Classification

Regression

Clustering

Corefind feedback

Leakage risk

Your model relies on `account_age` for 60% of predictions. Check for leakage.

Fairness

Error rate is 3x higher for customers under 25. Review fairness and sampling.

Concept drift

Concept drift detected in `transaction_amount` (KS test, p < 0.01).

Diagnostics suite

Statistical tests

Feature importance

Anomaly detection

Over-reliance points

Fairness assessment

Error analysis

02 · Rigorous tests

Every finding backed by a statistical test.

Go beyond a single accuracy score. Corefind examines your model from every angle and shows the evidence behind each finding, so you know what to trust.

03 · Production monitoring

Catch the drift before your users do.

Track data drift, concept drift, prediction drift, and performance in production, with alerts when something changes.

Production monitor

Data drift

Stable

Concept drift

Alert sent

Prediction drift

Stable

Performance

Stable

Also included

Experiment tracking

Log runs, parameters, and metrics, and compare experiments side by side.

Ask in plain language

Chat with your results to get quick explanations of Corefind’s findings.

Comparison

Corefind vs. typical monitoring tools

Capability

Corefind

Monitoring tools

Feedback while building

✓

—

What to fix and what to try next

✓

—

Statistical test behind every finding

✓

Partial

Fairness and error analysis

✓

Partial

Data, concept, and prediction drift

✓

✓

Production performance alerts

✓

✓

Frequently asked questions

Corefind is an AI/ML assistant that speeds up model development and keeps models healthy in production. It gives you feedback while you build, runs rigorous tests on your model, and monitors it once it’s live.

Build better models from the first run.

Feedback while you build, rigorous tests before you ship, and monitoring once you’re live, all in one assistant.

Logo

COREFIND AI CORP.

8 The Green #21947

Dover, DE 19901

[email protected]

Resources

Docs

FAQ

Support

Legal

Privacy

Terms

Cookies